[D] Any class recommendation for a student?
Hi, I am currently a master student at GaTech. I was a game developer after I graduate from Pitt in Computer engineering. I am completely new to this realm. So, could you guys recommend some classes? There are just too many of them. And I only have eight classes left to finish.
Here is the course list. Classes that are in bold text are what I selected.
Algorithm(Pick one or more):
- Computability, Algorithms, and Complexity
- Computational Complexity Theory
- Design and Analysis of Algorithms
- Graph Algorithms
- Approximation Algorithms
- Randomized Algorithms
- Computational Science and Engineering Algorithms
Core(Pick one or more):
- Machine Learning
- Computational Data Analysis: Learning, Mining, and Computation
Elective(Pick three or more):
- Big Data Systems & Analysis
- Computer Vision
- Markov Chain Monte Carlo
- Spectral Algorithms
- Machine Learning Theory
- Pattern Recognition
- Behavioral Imaging
- Deep Learning
- Machine Learning for Trading
- Natural Language
- Web Search and Text Mining
- Data and Visual Analytics
- Computational Statistics
- Bayesian Methods
- Stochastic Optimization
Special Topics(Pick Less than four):
- Interactive Robot Learning
- ML with Limited Supervision
- Math Foundations Mach Learning
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